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Do Education Human Capital and Environmental Regulation Drive the Growth Efficiency of the Green Economy in China?

Author

Listed:
  • Hua Tao

    (Jincheng College, Nanjing University of Aeronautics and Astronautics, Nanjing 211156, China)

  • Min Tao

    (Business School, Nanjing Xiaozhuang University, Nanjing 211171, China)

  • Rong Wang

    (Business School, Nanjing Xiaozhuang University, Nanjing 211171, China)

Abstract

The question of how to gradually transform the economic growth mode from extensive growth to intensive economic growth, and steadily improve the efficiency of green economic growth (GEGE), has become the focus of society and scholars. The present study uses the SBM-DDF directional distance function to measure GEGE from 2008 to 2021 in China, and then selects the bootstrap regression method to test the influencing factors of China’s GEGE. The following conclusions are obtained: (1) the GEGE level is still low, and its average value in the fourteen-year period from 2008 to 2021 is 0.484; areas with low levels of GEGE account for approximately 66.7% of the country, and those with relatively high levels account for approximately 20% of the country; high-level green development areas account for 13.3% of the country; (2) environmental regulation’s impact on GEGE has a U-shaped relationship, which means that when the regulation intensity increases, GEGE will first decrease and then increase, and once it crosses the inflection point, the effect of improving GEGE becomes obvious; the elasticity coefficient of educational human capital is significantly negative, which has a hindering effect on GEGE; (3) FDI is significantly negatively correlated with GEGE; there is a U-shaped relationship between GEGE and urbanization, and the industrial structure has a negative effect on GEGE, while trade dependence has the same effect.

Suggested Citation

  • Hua Tao & Min Tao & Rong Wang, 2022. "Do Education Human Capital and Environmental Regulation Drive the Growth Efficiency of the Green Economy in China?," Sustainability, MDPI, vol. 14(24), pages 1-20, December.
    • Handle: RePEc:gam:jsusta:v:14:y:2022:i:24:p:16524-:d:998784
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    References listed on IDEAS

    as
    1. Chien, Fengsheng & Ananzeh, Mohammed & Mirza, Farhan & Bakar, Abou & Vu, Hieu Minh & Ngo, Thanh Quang, 2021. "The effects of green growth, environmental-related tax, and eco-innovation towards carbon neutrality target in the US economy," MPRA Paper 109664, University Library of Munich, Germany.
    2. Philip Bodman & Thanh Le, 2013. "Assessing the roles that absorptive capacity and economic distance play in the foreign direct investment-productivity growth nexus," Applied Economics, Taylor & Francis Journals, vol. 45(8), pages 1027-1039, March.
    3. Paul Lanoie & Michel Patry & Richard Lajeunesse, 2008. "Environmental regulation and productivity: testing the porter hypothesis," Journal of Productivity Analysis, Springer, vol. 30(2), pages 121-128, October.
    4. Arik Levinson & M. Scott Taylor, 2008. "Unmasking The Pollution Haven Effect," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 49(1), pages 223-254, February.
    5. Eli Berman & Linda T. M. Bui, 2001. "Environmental Regulation And Productivity: Evidence From Oil Refineries," The Review of Economics and Statistics, MIT Press, vol. 83(3), pages 498-510, August.
    6. Pablo-Romero, María del P. & Sánchez-Braza, Antonio, 2015. "Productive energy use and economic growth: Energy, physical and human capital relationships," Energy Economics, Elsevier, vol. 49(C), pages 420-429.
    7. N. Gregory Mankiw & David Romer & David N. Weil, 1992. "A Contribution to the Empirics of Economic Growth," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 107(2), pages 407-437.
    8. Gemmell, Norman, 1996. "Evaluating the Impacts of Human Capital Stocks and Accumulation on Economic Growth: Some New Evidence," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 58(1), pages 9-28, February.
    9. Gray, Wayne B, 1987. "The Cost of Regulation: OSHA, EPA and the Productivity Slowdown," American Economic Review, American Economic Association, vol. 77(5), pages 998-1006, December.
    10. Fukuyama, Hirofumi & Weber, William L., 2009. "A directional slacks-based measure of technical inefficiency," Socio-Economic Planning Sciences, Elsevier, vol. 43(4), pages 274-287, December.
    11. Diana Mihaela Pociovălișteanu & Isabel Novo-Corti & Mirela Ionela Aceleanu & Andreea Claudia Șerban & Eugenia Grecu, 2015. "Employment Policies for a Green Economy at the European Union Level," Sustainability, MDPI, vol. 7(7), pages 1-20, July.
    12. Sohag, Kazi & Taşkın, F. Dilvin & Malik, Muhammad Nasir, 2019. "Green economic growth, cleaner energy and militarization: Evidence from Turkey," Resources Policy, Elsevier, vol. 63(C), pages 1-1.
    13. Kaveh Asiaei & Ruzita Jusoh & Omid Barani & Arash Asiaei, 2022. "How does green intellectual capital boost performance? The mediating role of environmental performance measurement systems," Business Strategy and the Environment, Wiley Blackwell, vol. 31(4), pages 1587-1606, May.
    14. Bruce Domazlicky & William Weber, 2004. "Does Environmental Protection Lead to Slower Productivity Growth in the Chemical Industry?," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 28(3), pages 301-324, July.
    15. Benhabib, Jess & Spiegel, Mark M., 1994. "The role of human capital in economic development evidence from aggregate cross-country data," Journal of Monetary Economics, Elsevier, vol. 34(2), pages 143-173, October.
    16. Cole, Matthew A. & Elliott, Robert J.R. & Strobl, Eric, 2008. "The environmental performance of firms: The role of foreign ownership, training, and experience," Ecological Economics, Elsevier, vol. 65(3), pages 538-546, April.
    17. Yu Hao & Yunxia Guo & Haitao Wu, 2022. "The role of information and communication technology on green total factor energy efficiency: Does environmental regulation work?," Business Strategy and the Environment, Wiley Blackwell, vol. 31(1), pages 403-424, January.
    18. Kalim U. Shah & Surendra Arjoon & Meena Rambocas, 2016. "Aligning Corporate Social Responsibility with Green Economy Development Pathways in Developing Countries," Sustainable Development, John Wiley & Sons, Ltd., vol. 24(4), pages 237-253, July.
    19. Nazrul Islam, 1998. "Growth Empirics: A Panel Data Approach—A Reply," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 113(1), pages 325-329.
    20. repec:clg:wpaper:2008-02 is not listed on IDEAS
    21. Cristina I. Fernandes & Pedro Mota Veiga & João J.M. Ferreira & Mathew Hughes, 2021. "Green growth versus economic growth: Do sustainable technology transfer and innovations lead to an imperfect choice?," Business Strategy and the Environment, Wiley Blackwell, vol. 30(4), pages 2021-2037, May.
    22. Md. Qamruzzaman & Wei Jianguo & Sharmin Jahan & Zhu Yingjun, 2021. "Financial innovation, human capital development, and economic growth of selected South Asian countries: An application of ARDL approach," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 26(3), pages 4032-4053, July.
    23. Rijia Ding & Fenfen Shi & Suli Hao, 2022. "Digital Inclusive Finance, Environmental Regulation, and Regional Economic Growth: An Empirical Study Based on Spatial Spillover Effect and Panel Threshold Effect," Sustainability, MDPI, vol. 14(7), pages 1-25, April.
    24. Tone, Kaoru, 2001. "A slacks-based measure of efficiency in data envelopment analysis," European Journal of Operational Research, Elsevier, vol. 130(3), pages 498-509, May.
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    2. Wang, Yibo, 2023. "Exploring resource endowment and human capital impact on regional energy efficiency in China in the context of COP26," Resources Policy, Elsevier, vol. 81(C).
    3. Tan, Junlan & Su, Xiang & Wang, Rong, 2023. "The impact of natural resource dependence and green finance on green economic growth in the context of COP26," Resources Policy, Elsevier, vol. 81(C).

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